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@karpathy
karpathy / llm-wiki.md
Created April 4, 2026 16:25
llm-wiki

LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@aamiaa
aamiaa / CompleteDiscordQuest.md
Last active April 16, 2026 20:23
Complete Recent Discord Quest

Caution

As of April 7th 2026, Discord has expressed their intent to crack down on automating quest completion.

Some users have received the following system message:

image

There isn't much I can do to make the script undetected, so use it at your own risk, as you most likely WILL get flagged by doing so.

Complete Recent Discord Quest

@RyanOkamuro
RyanOkamuro / gist:3829cde1b7db51a739c7ca5f11055c54
Created August 17, 2018 03:02
Google Maps API Key
https://maps.googleapis.com/maps/api/js?key=AIzaSyAOVYRIgupAurZup5y1PRh8Ismb1A3lLao&libraries=places&callback=initMap
@Kyriakos-Georgiopoulos
Kyriakos-Georgiopoulos / OnboardingScreens.kt
Last active April 16, 2026 20:20
/*
* Copyright 2026 Kyriakos Georgiopoulos
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
@kevin-courbet
kevin-courbet / effect-nextjs-architecture.md
Last active April 16, 2026 20:21
Effect.ts + Next.js Full-Stack Architecture

Effect.ts + Next.js Full-Stack Architecture

A production-tested architecture for building type-safe Next.js applications with Effect.ts. Combines SSR, Server Actions, React Query, and layered dependency injection.

Overview

┌─────────────────────────────────────────────────────────────────────────┐
│                          CLIENT (React)                                 │
@akrasic
akrasic / bash_strict_mode.md
Created December 5, 2024 16:42 — forked from vncsna/bash_strict_mode.md
set -e, -u, -o, -x pipefail explanation

set -e, -u, -o, -x pipefail

The set lines

  • These lines deliberately cause your script to fail. Wait, what? Believe me, this is a good thing.
  • With these settings, certain common errors will cause the script to immediately fail, explicitly and loudly. Otherwise, you can get hidden bugs that are discovered only when they blow up in production.
  • set -euxo pipefail is short for:
set -e
set -u
@arianvp
arianvp / SSH_MACOS_SECURE_ENCLAVES.md
Last active April 16, 2026 20:16
Native Secure Enclaved backed ssh keys on MacOS

Native Secure Enclave backed ssh keys on MacOS

It turns out that MacOS Tahoe can generate and use secure-enclave backed SSH keys! This replaces projects like https://github.com/maxgoedjen/secretive

There is a shared library /usr/lib/ssh-keychain.dylib that traditionally has been used to add smartcard support to ssh by implementing PKCS11Provider interface. However since recently it also implements SecurityKeyProivder which supports loading keys directly from the secure enclave! SecurityKeyProvider is what is normally used to talk to FIDO2 devices (e.g. libfido2 can be used to talk to your Yubikey). However you can now use it to talk to your Secure Enclave instead!